Analyzing collective motion with machine learning and topology

We use topological data analysis and machine learning to study a seminal model of collective motion in biology [M. R. D’Orsogna et al., Phys. Rev. Lett. 96, 104302 (2006)]. This model describes agents interacting nonlinearly via attractive-repulsive social forces and gives rise to collective behavio...

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Detalles Bibliográficos
Autores principales: Bhaskar, Dhananjay, Manhart, Angelika, Milzman, Jesse, Nardini, John T., Storey, Kathleen M., Topaz, Chad M., Ziegelmeier, Lori
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AIP Publishing LLC 2019
Materias:
Regular Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7027427/
https://www.ncbi.nlm.nih.gov/pubmed/31893635
http://dx.doi.org/10.1063/1.5125493

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7027427/
https://www.ncbi.nlm.nih.gov/pubmed/31893635
http://dx.doi.org/10.1063/1.5125493

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